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Jose A Dianes
Data Analytics & Visualisation - SW Engineer PhD
POSTS LIKED BY JOSE
Data Science with Python & R: Dimensionality Reduction and Clustering
An important step in data analysis is data exploration and representation. In this tutorial we will see how by combining a technique called Principal Component Analysis (PCA) together with Cluster, we can represent in a two-dimensional space data defined in a higher dimensional one while, at the same time, be able to group this data in similar groups or clusters and find hidden relationships in our data.
Building Data Products with Python: Adding User Management to a Django website
This is the second tutorial on our series on how to build data products with Python. In this second tutorial, we will add user management. This is an important part. Once we are able to identify individual users, we will be ready to generate user recommendations through machine learning.
Building Data Products with Python: Using Machine Learning to Provide Recommendations
This is the third part of our tutorial on how to build a web-based wine review and recommendation system using Python technologies such as Django, Pandas, SciPy, and Scikit-learn. In this part, you will learn how to use machine-learning to recommend users wines based on their preferences.
Building Data Products with Python: A Wine Review Website using Django and Bootstrap
With this tutorial, we start a series of tutorials about how to build data products with Python. As a leitmotif we want to build a web-based wine reviews and recommendations website using Python technologies such as Django and Pandas. We have chosen to build a wine reviews and recommendations website, but the concepts and the technology stack...